{"id":"W3034213945","doi":"10.1080/00958964.2019.1714284","title":"Preamble","year":2019,"lang":"en","type":"article","venue":"The Journal of Environmental Education","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Environmental education; Preamble; Field (mathematics); Heading (navigation); Outdoor education; Sociology; Library science; Pedagogy; Social science; Media studies; Environmental ethics; Geography; Engineering; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006982297,0.00002842118,0.00005345364,0.00002151981,0.00009015262,0.000007650575,0.0001646673,0.00003334185,0.001601872],"category_scores_gemma":[0.00008735334,0.00001973676,0.00003143115,0.0000370265,0.0002028969,0.0001146934,0.00001354231,0.0001043749,0.0001863931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614128,"about_ca_system_score_gemma":0.0001229199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008091955,"about_ca_topic_score_gemma":0.000005389858,"domain_scores_codex":[0.9993913,0.0001843371,0.0001189875,0.00002867954,0.0001881437,0.00008853624],"domain_scores_gemma":[0.9995767,0.0001992551,0.00009271129,0.00007402211,0.000008615524,0.00004873685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002645828,0.00251745,0.1304484,0.00002756015,0.0001247521,0.000001903691,0.3138205,0.0001381529,0.1073124,0.2116715,0.04078652,0.1928864],"study_design_scores_gemma":[0.0003753477,0.0003035432,0.1817888,0.00003508446,0.00008790412,0.00004493891,0.2365439,0.000005477067,0.0009504663,0.03309442,0.546604,0.0001661034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641088,0.0003197911,0.00001296423,0.003245772,0.0007741005,0.00007843759,6.62078e-7,0.000001980062,0.03145746],"genre_scores_gemma":[0.9956916,0.0003559474,0.00008397638,0.0003542374,0.0002905808,5.744106e-7,5.033294e-7,0.000003183894,0.003219372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5058175,"threshold_uncertainty_score":0.9993108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007796292571173422,"score_gpt":0.3222125000744184,"score_spread":0.3144162075032449,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}